He had always been the “responsible” one. The “practical” one. The one who chided her for her impulsive purchases. She’d found the account details tucked inside an old book. A children's book, ironically. The irony made her want to laugh.

She walked into the living room, where he was watching television. The room suddenly seemed too small, the air too thick. "Oh, honey," she said. "I forgot my debit card today. Could you grab me some milk for my tea?" She already knew the answer.

He frowned and went to the kitchen. She felt triumphant.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242